Compare candidate synthesis routes

The challenge

Route selection leans on whoever has made something similar before, so options nobody remembers are never considered.

The scenario

A target can be reached several ways and the team needs the trade-offs laid out before committing bench time.

What goes in

Target molecule

The compound being made.

Constraints

Available reagents, conditions and scale.

What you can ask

Illustrative prompts. Results depend on your own data and are not deterministic.

• “Compare routes to this target.”Copy
• “Which steps have recorded precedent?”Copy
• “Which route is most sensitive to conditions?”Copy

How Clearception approaches it

How the work is structured. Each step shows what its output is grounded in.

1. 1

   Enumerate routes

   AI-inferred

   Assemble candidate routes to the target.

2. 2

   Attach precedent

   Source

   Record where each step has documented precedent and where it does not.

3. 3

   Compare on constraints

   Observed

   Assess routes against reagents, conditions and scale.

4. 4

   Bound confidence

   AI-inferred

   Cap confidence where a step rests on prediction rather than precedent.

What you get

The shape of what comes back — not a promised result.

• Route comparison

  AI-inferred

  Routes side by side with precedent, conditions and confidence per step.

Why it matters

Options beyond memory

Routes are compared rather than recalled.

Speculation marked

Steps without precedent are visibly flagged as such.